An Analysis of Crypto Algorithms for Mathematical Optimisation

Abstract

The topics of mathematical optimisation and cryptography have garnered substantial attention in recent times owing to their extensive applications across diverse fields. Through the optimisation of a set of variables under specific constraints, mathematical optimisation techniques seek to identify the optimal solution to a given problem. Cryptographic algorithms, on the other hand, use mathematical calculations to protect private data from unwanted access.
Researchers are beginning to look into integrating cryptographic algorithms into mathematical optimisation frameworks as the demand for safe and effective optimisation techniques grows. This integration has the potential to significantly improve optimisation methods' security and performance, which will help a number of industries, including finance, healthcare, and logistics.